Xingyu Zhou - RankMe

85 papers A* 15A 4B 4Misc 1Journal 50Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO. ICML Xingyu Zhou, Yulian Wu, Francesco Orabona
2025	J	`jnl`	A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO. CoRR Xingyu Zhou, Yulian Wu, Francesco Orabona
2025	J	`jnl`	Improved Bounds for Private and Robust Alignment. CoRR Wenqian Weng, Yi He, Xingyu Zhou
2025	B	`conf`	Odin: Effective End-to-End SLA Decomposition for 5G/6G Network Slicing via Online Learning. MobiHoc Duo Cheng, Ramanujan K. Sheshadri, Ahan Kak, Nakjung Choi, Xingyu Zhou, Bo Ji
2025	J	`jnl`	Odin: Effective End-to-End SLA Decomposition for 5G/6G Network Slicing via Online Learning. CoRR Duo Cheng, Ramanujan K. Sheshadri, Ahan Kak, Nakjung Choi, Xingyu Zhou, Bo Ji
2025	—	`conf`	Optimal Rates for Robust Stochastic Convex Optimization. FORC Changyu Gao, Andrew Lowy, Xingyu Zhou, Stephen J. Wright
2025	J	`jnl`	SquareχPO: Differentially Private and Robust χ CoRR Xingyu Zhou, Yulian Wu, Wenqian Weng, Francesco Orabona
2025	A*	`conf`	SquareχPO: Differentially Private and Robust χ2-Preference Optimization in Offline Direct Alignment. ICML Xingyu Zhou, Yulian Wu, Wenqian Weng, Francesco Orabona
2024	A	`conf`	Differentially Private Reward Estimation with Preference Feedback. AISTATS Sayak Ray Chowdhury, Xingyu Zhou, Nagarajan Natarajan
2024	J	`jnl`	Distributed Linear Bandits With Differential Privacy. IEEE Trans. Netw. Sci. Eng. Fengjiao Li, Xingyu Zhou, Bo Ji
2024	A*	`conf`	On Differentially Private Federated Linear Contextual Bandits. ICLR Xingyu Zhou, Sayak Ray Chowdhury
2024	J	`jnl`	Optimal Rates for Robust Stochastic Convex Optimization. CoRR Changyu Gao, Andrew Lowy, Xingyu Zhou, Stephen J. Wright
2024	A*	`conf`	Private Heterogeneous Federated Learning Without a Trusted Server Revisited: Error-Optimal and Communication-Efficient Algorithms for Convex Losses. ICML Changyu Gao, Andrew Lowy, Xingyu Zhou, Stephen J. Wright
2024	J	`jnl`	Private Heterogeneous Federated Learning Without a Trusted Server Revisited: Error-Optimal and Communication-Efficient Algorithms for Convex Losses. CoRR Changyu Gao, Andrew Lowy, Xingyu Zhou, Stephen J. Wright
2024	A*	`conf`	Taming Heavy-Tailed Losses in Adversarial Bandits and the Best-of-Both-Worlds Setting. NeurIPS Duo Cheng, Xingyu Zhou, Bo Ji
2024	A	`conf`	Towards Achieving Sub-linear Regret and Hard Constraint Violation in Model-free RL. AISTATS Arnob Ghosh, Xingyu Zhou, Ness B. Shroff
2023	—	`conf`	(Private) Kernelized Bandits with Distributed Biased Feedback. SIGMETRICS (Abstracts) Fengjiao Li, Xingyu Zhou, Bo Ji
2023	J	`jnl`	(Private) Kernelized Bandits with Distributed Biased Feedback. CoRR Fengjiao Li, Xingyu Zhou, Bo Ji
2023	J	`jnl`	(Private) Kernelized Bandits with Distributed Biased Feedback. Proc. ACM Meas. Anal. Comput. Syst. Fengjiao Li, Xingyu Zhou, Bo Ji
2023	A*	`conf`	Achieving Sub-linear Regret in Infinite Horizon Average Reward Constrained MDP with Linear Function Approximation. ICLR Arnob Ghosh, Xingyu Zhou, Ness B. Shroff
2023	A*	`conf`	Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards. ICML Yulian Wu, Xingyu Zhou, Sayak Ray Chowdhury, Di Wang
2023	J	`jnl`	Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards. CoRR Yulian Wu, Xingyu Zhou, Sayak Ray Chowdhury, Di Wang
2023	J	`jnl`	Differentially Private Reward Estimation with Preference Feedback. CoRR Sayak Ray Chowdhury, Xingyu Zhou, Nagarajan Natarajan
2023	A*	`conf`	Distributed Differential Privacy in Multi-Armed Bandits. ICLR Sayak Ray Chowdhury, Xingyu Zhou
2023	J	`jnl`	On Differentially Private Federated Linear Contextual Bandits. CoRR Xingyu Zhou, Sayak Ray Chowdhury
2023	A*	`conf`	On Private and Robust Bandits. NeurIPS Yulian Wu, Xingyu Zhou, Youming Tao, Di Wang
2023	J	`jnl`	On Private and Robust Bandits. CoRR Yulian Wu, Xingyu Zhou, Youming Tao, Di Wang
2023	A	`conf`	Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. AISTATS Honghao Wei, Arnob Ghosh, Ness B. Shroff, Lei Ying, Xingyu Zhou
2023	J	`jnl`	Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. CoRR Honghao Wei, Arnob Ghosh, Ness B. Shroff, Lei Ying, Xingyu Zhou
2023	A*	`conf`	Understanding the Role of Feedback in Online Learning with Switching Costs. ICML Duo Cheng, Xingyu Zhou, Bo Ji
2023	J	`jnl`	Understanding the Role of Feedback in Online Learning with Switching Costs. CoRR Duo Cheng, Xingyu Zhou, Bo Ji
2022	B	`conf`	Differentially Private Linear Bandits with Partial Distributed Feedback. WiOpt Fengjiao Li, Xingyu Zhou, Bo Ji
2022	J	`jnl`	Differentially Private Linear Bandits with Partial Distributed Feedback. CoRR Fengjiao Li, Xingyu Zhou, Bo Ji
2022	A*	`conf`	Differentially Private Regret Minimization in Episodic Markov Decision Processes. AAAI Sayak Ray Chowdhury, Xingyu Zhou
2022	—	`conf`	Differentially Private Reinforcement Learning with Linear Function Approximation. SIGMETRICS (Abstracts) Xingyu Zhou
2022	J	`jnl`	Differentially Private Reinforcement Learning with Linear Function Approximation. CoRR Xingyu Zhou
2022	J	`jnl`	Differentially Private Reinforcement Learning with Linear Function Approximation. Proc. ACM Meas. Anal. Comput. Syst. Xingyu Zhou
2022	J	`jnl`	Distributed Differential Privacy in Multi-Armed Bandits. CoRR Sayak Ray Chowdhury, Xingyu Zhou
2022	B	`conf`	Interference Constrained Beam Alignment for Time-Varying Channels via Kernelized Bandits. WiOpt Yuntian Deng, Xingyu Zhou, Arnob Ghosh, Abhishek Gupta, Ness B. Shroff
2022	J	`jnl`	Interference Constrained Beam Alignment for Time-Varying Channels via Kernelized Bandits. CoRR Yuntian Deng, Xingyu Zhou, Arnob Ghosh, Abhishek Gupta, Ness B. Shroff
2022	A*	`conf`	On Kernelized Multi-Armed Bandits with Constraints. NeurIPS Xingyu Zhou, Bo Ji
2022	J	`jnl`	On Kernelized Multi-Armed Bandits with Constraints. CoRR Xingyu Zhou, Bo Ji
2022	A*	`conf`	Provably Efficient Model-Free Constrained RL with Linear Function Approximation. NeurIPS Arnob Ghosh, Xingyu Zhou, Ness B. Shroff
2022	J	`jnl`	Provably Efficient Model-Free Constrained RL with Linear Function Approximation. CoRR Arnob Ghosh, Xingyu Zhou, Ness B. Shroff
2022	A*	`conf`	Shuffle Private Linear Contextual Bandits. ICML Sayak Ray Chowdhury, Xingyu Zhou
2022	J	`jnl`	Shuffle Private Linear Contextual Bandits. CoRR Sayak Ray Chowdhury, Xingyu Zhou
2022	A	`conf`	Weighted Gaussian Process Bandits for Non-stationary Environments. AISTATS Yuntian Deng, Xingyu Zhou, Baekjin Kim, Ambuj Tewari, Abhishek Gupta, Ness B. Shroff
2021	B	`conf`	Adaptive Control of Differentially Private Linear Quadratic Systems. ISIT Sayak Ray Chowdhury, Xingyu Zhou, Ness B. Shroff
2021	J	`jnl`	Adaptive Control of Differentially Private Linear Quadratic Systems. CoRR Sayak Ray Chowdhury, Xingyu Zhou, Ness B. Shroff
2021	J	`jnl`	Asymptotically optimal load balancing in large-scale heterogeneous systems with multiple dispatchers. Perform. Evaluation Xingyu Zhou, Ness B. Shroff, Adam Wierman
2021	J	`jnl`	Differentially Private Regret Minimization in Episodic Markov Decision Processes. CoRR Sayak Ray Chowdhury, Xingyu Zhou
2021	A*	`conf`	Local Differential Privacy for Bayesian Optimization. AAAI Xingyu Zhou, Jian Tan
2021	Misc	`conf`	No-Regret Algorithms for Time-Varying Bayesian Optimization. CISS Xingyu Zhou, Ness B. Shroff
2021	J	`jnl`	No-Regret Algorithms for Time-Varying Bayesian Optimization. CoRR Xingyu Zhou, Ness B. Shroff
2021	—	`conf`	Optimal Load Balancing with Locality Constraints. SIGMETRICS (Abstracts) Wentao Weng, Xingyu Zhou, R. Srikant
2021	J	`jnl`	Weighted Gaussian Process Bandits for Non-stationary Environments. CoRR Yuntian Deng, Xingyu Zhou, Baekjin Kim, Ambuj Tewari, Abhishek Gupta, Ness B. Shroff
2020	J	`jnl`	A Note on Load Balancing in Many-Server Heavy-Traffic Regime. CoRR Xingyu Zhou, Ness B. Shroff
2020	J	`jnl`	A Note on Stein's Method for Heavy-Traffic Analysis. CoRR Xingyu Zhou, Ness B. Shroff
2020	J	`jnl`	Asymptotically Optimal Load Balancing in Large-scale Heterogeneous Systems with Multiple Dispatchers. CoRR Xingyu Zhou, Ness B. Shroff, Adam Wierman
2020	J	`jnl`	Asymptotically Optimal Load Balancing in Large-scale Heterogeneous Systems with Multiple Dispatchers. SIGMETRICS Perform. Evaluation Rev. Xingyu Zhou, Ness B. Shroff, Adam Wierman
2020	J	`jnl`	Local Differential Privacy for Bayesian Optimization. CoRR Xingyu Zhou, Jian Tan
2020	J	`jnl`	Multi-Armed Bandits with Local Differential Privacy. CoRR Wenbo Ren, Xingyu Zhou, Jia Liu, Ness B. Shroff
2020	J	`jnl`	Optimal Load Balancing in Bipartite Graphs. CoRR Wentao Weng, Xingyu Zhou, R. Srikant
2020	J	`jnl`	Optimal Load Balancing with Locality Constraints. Proc. ACM Meas. Anal. Comput. Syst. Wentao Weng, Xingyu Zhou, R. Srikant
2019	J	`jnl`	Asymptotically Optimal Load Balancing: Theory and Algorithms. SIGMETRICS Perform. Evaluation Rev. Xingyu Zhou
2019	—	`conf`	Heavy-traffic Delay Optimality in Pull-based Load Balancing Systems: Necessary and Sufficient Conditions. SIGMETRICS (Abstracts) Xingyu Zhou, Jian Tan, Ness B. Shroff
2018	—	`conf`	Degree of Queue Imbalance: Overcoming the Limitation of Heavy-traffic Delay Optimality in Load Balancing Systems. SIGMETRICS (Abstracts) Xingyu Zhou, Fei Wu, Jian Tan, Kannan Srinivasan, Ness B. Shroff
2018	J	`jnl`	Degree of Queue Imbalance: Overcoming the Limitation of Heavy-traffic Delay Optimality in Load Balancing Systems. Proc. ACM Meas. Anal. Comput. Syst. Xingyu Zhou, Fei Wu, Jian Tan, Kannan Srinivasan, Ness B. Shroff
2018	—	`conf`	Designing Low-Complexity Heavy-Traffic Delay-Optimal Load Balancing Schemes: Theory to Algorithms. SIGMETRICS (Abstracts) Xingyu Zhou, Fei Wu, Jian Tan, Yin Sun, Ness B. Shroff
2018	J	`jnl`	Flexible Load Balancing with Multi-dimensional State-space Collapse: Throughput and Heavy-traffic Delay Optimality. CoRR Xingyu Zhou, Jian Tan, Ness B. Shroff
2018	J	`jnl`	Flexible Load Balancing with Multi-dimensional State-space Collapse: Throughput and Heavy-traffic Delay Optimality. SIGMETRICS Perform. Evaluation Rev. Xingyu Zhou, Jian Tan, Ness B. Shroff
2018	J	`jnl`	Flexible load balancing with multi-dimensional state-space collapse: Throughput and heavy-traffic delay optimality. Perform. Evaluation Xingyu Zhou, Jian Tan, Ness B. Shroff
2018	J	`jnl`	Heavy-traffic Delay Optimality in Pull-based Load Balancing Systems: Necessary and Sufficient Conditions. CoRR Xingyu Zhou, Jian Tan, Ness B. Shroff
2018	J	`jnl`	Heavy-traffic Delay Optimality in Pull-based Load Balancing Systems: Necessary and Sufficient Conditions. Proc. ACM Meas. Anal. Comput. Syst. Xingyu Zhou, Jian Tan, Ness B. Shroff
2017	J	`jnl`	Designing Low-Complexity Heavy-Traffic Delay-Optimal Load Balancing Schemes: Theory to Algorithms. CoRR Xingyu Zhou, Fei Wu, Jian Tan, Yin Sun, Ness B. Shroff
2017	J	`jnl`	Designing Low-Complexity Heavy-Traffic Delay-Optimal Load Balancing Schemes: Theory to Algorithms. Proc. ACM Meas. Anal. Comput. Syst. Xingyu Zhou, Fei Wu, Jian Tan, Yin Sun, Ness B. Shroff
2015	—	`conf`	Energy efficient relay antenna selection for AF MIMO two-way relay channels. ICC Xingyu Zhou, Bo Bai, Wei Chen
2015	J	`jnl`	Greedy Relay Antenna Selection for Sum Rate Maximization in Amplify-and-Forward MIMO Two-Way Relay Channels Under a Holistic Power Model. IEEE Commun. Lett. Xingyu Zhou, Bo Bai, Wei Chen
2015	J	`jnl`	How Many Antennas Should Be Activated in Keyhole Channels Under a Holistic Power Model. IEEE Commun. Lett. Tian Tong, Xingyu Zhou, Bo Bai, Wei Chen
2014	J	`jnl`	A Low Complexity Energy Efficiency Maximization Method for Multiuser Amplify-and-Forward MIMO Relay Systems With a Holistic Power Model. IEEE Commun. Lett. Xingyu Zhou, Bo Bai, Wei Chen
2014	—	`conf`	An iterative algorithm for joint antenna selection and power adaptation in energy efficient MIMO. ICC Xingyu Zhou, Bo Bai, Wei Chen
2014	—	`conf`	Energy efficient transmission for DF MIMO relay systems with antenna selection. GlobalSIP Xingyu Zhou, Bo Bai, Wei Chen, Yuxing Han
2014	J	`jnl`	Iterative Antenna Selection for Decode-and-Forward MIMO Relay Systems Under a Holistic Power Model. IEEE Commun. Lett. Xingyu Zhou, Bo Bai, Wei Chen
2014	J	`jnl`	Iterative Antenna Selection for Multi-Stream MIMO under a Holistic Power Model. IEEE Wirel. Commun. Lett. Xingyu Zhou, Bo Bai, Wei Chen
2014	—	`conf`	On energy efficiency maximization of AF MIMO relay systems with antenna selection (Invited Paper). GlobalSIP Xingyu Zhou, Bo Bai, Wei Chen, Yuxing Han